Servamind lets existing models run directly on encoded data, so your compute costs drop while accuracy stays the same.

Inference and fine-tuning without a decode step

Materially fewer prep stages vs baseline

Adopt without retraining; preserve outcomes

Up to ~3x lower compute and power*

Friendly Run where networks are constrained or absent

Portable across CPUs/GPUs/NPUs/embedded